FINANCE

Monthly card-spend rollup by category into Snowflake and Notion

At month-end it aggregates all categorized card transactions by GL category and department, loads the totals into Snowflake.

CategoryFinance
Enginesim
Difficultyintermediate
Triggerschedule
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerMonth-end schedule
  • ActionFetch categorized transactions for the periodStripeStripe
  • LogicAggregate by category, department, and compute deltas
  • ActionUpsert rollup rows into Snowflake spend tableSnowflakeSnowflake
  • OutputPublish formatted spend report to NotionNotionNotion

What it does

Once a month it pulls the full set of categorized corporate-card transactions, rolls them up by GL category, department, and cardholder, and computes month-over-month change. The aggregated rows are loaded into a Snowflake table for analytics, and a readable summary is published to a Notion finance page for stakeholders who do not query the warehouse.

When to use it

Use it when leadership wants a recurring, trustworthy view of where card spend went, and analysts want the same numbers queryable in the warehouse.

How it works

  1. 1A month-end scheduled trigger starts the rollup.
  2. 2An action fetches all categorized transactions for the closed period from Stripe.
  3. 3A logic step aggregates by category, department, and cardholder and computes month-over-month deltas.
  4. 4An action upserts the aggregated rows into a Snowflake spend table.
  5. 5A Notion page is published with the formatted category breakdown and trend callouts as the output.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect StripeCustomers, subscriptions, payments.
  2. 2
    Connect SnowflakeWarehouses, queries, shares.
  3. 3
    Connect NotionPages, databases, comments.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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